Profile Report Hashrate ergo

Dataset statistics

Number of variables	13
Number of observations	1380
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	140.3 KiB
Average record size in memory	104.1 B

Variable types

Numeric	12
DateTime	1

Alerts

`unpaid` has constant value "0"	Constant
`df_index` is highly correlated with `relative_hour`	High correlation
`gpu_memory_usage` is highly correlated with `gpu_load` and 2 other fields	High correlation
`gpu_load` is highly correlated with `gpu_memory_usage` and 2 other fields	High correlation
`gpu_temp` is highly correlated with `gpu_memory_usage` and 2 other fields	High correlation
`reported_hashrate` is highly correlated with `gpu_memory_usage` and 2 other fields	High correlation
`relative_hour` is highly correlated with `df_index`	High correlation
`cpu_load` is highly skewed (γ1 = 31.45408782)	Skewed
`df_index` has unique values	Unique
`ts` has unique values	Unique
`relative_hour` has unique values	Unique
`gpu_load` has 282 (20.4%) zeros	Zeros
`unpaid` has 1380 (100.0%) zeros	Zeros
`reported_hashrate` has 282 (20.4%) zeros	Zeros

Reproduction

Analysis started	2021-12-01 03:31:26.272914
Analysis finished	2021-12-01 03:31:46.392196
Duration	20.12 seconds
Software version	pandas-profiling v3.1.0
Download configuration	config.json

df_index
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	1380
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	820.3782609

Minimum	0
Maximum	1553
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	68.95
Q1	518.75
median	863.5
Q3	1208.25
95-th percentile	1484.05
Maximum	1553
Range	1553
Interquartile range (IQR)	689.5

Descriptive statistics

Standard deviation	457.4446574
Coefficient of variation (CV)	0.55760212
Kurtosis	-1.137130293
Mean	820.3782609
Median Absolute Deviation (MAD)	345
Skewness	-0.2299526691
Sum	1132122
Variance	209255.6146
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
1091	1	0.1%
1099	1	0.1%
1098	1	0.1%
1097	1	0.1%
1096	1	0.1%
1095	1	0.1%
1094	1	0.1%
1093	1	0.1%
1092	1	0.1%
Other values (1370)	1370	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
1	1	0.1%
2	1	0.1%
3	1	0.1%
4	1	0.1%

Value	Count	Frequency (%)
1553	1	0.1%
1552	1	0.1%
1551	1	0.1%
1550	1	0.1%
1549	1	0.1%

ts
Date

UNIQUE

Distinct	1380
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	10.9 KiB

Minimum	2021-11-11 08:40:46-05:00
Maximum	2021-11-11 13:10:12-05:00

Histogram

Histogram with fixed size bins (bins=50)

cpu_load
Real number (ℝ_≥0)

SKEWED

Distinct	11
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2588405797

Minimum	0.1
Maximum	12.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.1
Q1	0.2
median	0.2
Q3	0.3
95-th percentile	0.4
Maximum	12.5
Range	12.4
Interquartile range (IQR)	0.1

Descriptive statistics

Standard deviation	0.3488114544
Coefficient of variation (CV)	1.347591845
Kurtosis	1101.82932
Mean	0.2588405797
Median Absolute Deviation (MAD)	0.1
Skewness	31.45408782
Sum	357.2
Variance	0.1216694307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0.2	655	47.5%
0.3	442	32.0%
0.1	155	11.2%
0.4	60	4.3%
0.5	24	1.7%
0.6	20	1.4%
0.7	14	1.0%
0.8	4	0.3%
0.9	4	0.3%
12.5	1	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.1	155	11.2%
0.2	655	47.5%
0.3	442	32.0%
0.4	60	4.3%
0.5	24	1.7%

Value	Count	Frequency (%)
12.5	1	0.1%
1	1	0.1%
0.9	4	0.3%
0.8	4	0.3%
0.7	14	1.0%

cpu_freq
Real number (ℝ_≥0)

Distinct	1335
Distinct (%)	96.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	940.7778841

Minimum	802.77
Maximum	3593.97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	802.77
5-th percentile	818.825
Q1	845.2625
median	878.865
Q3	930.65
95-th percentile	1170.6605
Maximum	3593.97
Range	2791.2
Interquartile range (IQR)	85.3875

Descriptive statistics

Standard deviation	280.275704
Coefficient of variation (CV)	0.2979191037
Kurtosis	52.56019129
Mean	940.7778841
Median Absolute Deviation (MAD)	40.43
Skewness	6.736760048
Sum	1298273.48
Variance	78554.47024
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1002.15	2	0.1%
979.57	2	0.1%
816.34	2	0.1%
1097.94	2	0.1%
817.08	2	0.1%
998.39	2	0.1%
1097.83	2	0.1%
883.57	2	0.1%
879.14	2	0.1%
942.78	2	0.1%
Other values (1325)	1360	98.6%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
802.77	1	0.1%
806.09	1	0.1%
806.14	1	0.1%
807.9	1	0.1%
808.22	1	0.1%

Value	Count	Frequency (%)
3593.97	1	0.1%
3593.78	1	0.1%
3593.63	1	0.1%
3593.56	1	0.1%
3593.19	1	0.1%

memory_usage
Real number (ℝ_≥0)

Distinct	1228
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1832794821

Minimum	1358897152
Maximum	1992646656
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	1358897152
5-th percentile	1361993318
Q1	1892032512
median	1979025408
Q3	1985352704
95-th percentile	1988375142
Maximum	1992646656
Range	633749504
Interquartile range (IQR)	93320192

Descriptive statistics

Standard deviation	247732712.2
Coefficient of variation (CV)	0.1351666369
Kurtosis	-0.5470334329
Mean	1832794821
Median Absolute Deviation (MAD)	7792640
Skewness	-1.17238198
Sum	2.529256854 × 10¹²
Variance	6.137149669 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1986654208	3	0.2%
1893785600	3	0.2%
1986883584	3	0.2%
1361186816	3	0.2%
1985888256	3	0.2%
1976836096	3	0.2%
1979363328	3	0.2%
1985732608	2	0.1%
1986289664	2	0.1%
1985757184	2	0.1%
Other values (1218)	1353	98.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1358897152	1	0.1%
1359486976	1	0.1%
1359704064	1	0.1%
1359745024	1	0.1%
1359929344	1	0.1%

Value	Count	Frequency (%)
1992646656	1	0.1%
1990811648	1	0.1%
1990627328	1	0.1%
1990594560	1	0.1%
1990434816	1	0.1%

cpu_temp
Real number (ℝ_≥0)

Distinct	11
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.28985507

Minimum	25
Maximum	35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	25
5-th percentile	26
Q1	31
median	32
Q3	33
95-th percentile	33
Maximum	35
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	2.247237926
Coefficient of variation (CV)	0.07182001709
Kurtosis	0.3636149802
Mean	31.28985507
Median Absolute Deviation (MAD)	1
Skewness	-1.252130337
Sum	43180
Variance	5.050078297
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
32	467	33.8%
33	412	29.9%
31	117	8.5%
27	97	7.0%
26	89	6.4%
34	64	4.6%
29	51	3.7%
30	50	3.6%
28	30	2.2%
25	2	0.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
25	2	0.1%
26	89	6.4%
27	97	7.0%
28	30	2.2%
29	51	3.7%

Value	Count	Frequency (%)
35	1	0.1%
34	64	4.6%
33	412	29.9%
32	467	33.8%
31	117	8.5%

gpu_memory_usage
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1829049353

Minimum	9437184
Maximum	2296381440
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	9437184
5-th percentile	9437184
Q1	2296381440
median	2296381440
Q3	2296381440
95-th percentile	2296381440
Maximum	2296381440
Range	2286944256
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	922485666.4
Coefficient of variation (CV)	0.5043525288
Kurtosis	0.1553546084
Mean	1829049353
Median Absolute Deviation (MAD)	0
Skewness	-1.468036634
Sum	2.524088107 × 10¹²
Variance	8.509798046 × 10¹⁷
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
2296381440	1098	79.6%
9437184	282	20.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
9437184	282	20.4%
2296381440	1098	79.6%

Value	Count	Frequency (%)
2296381440	1098	79.6%
9437184	282	20.4%

gpu_load
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	79.56521739

Minimum	0
Maximum	100
Zeros	282
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	100
median	100
Q3	100
95-th percentile	100
Maximum	100
Range	100
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	40.33704206
Coefficient of variation (CV)	0.5069682881
Kurtosis	0.1553546084
Mean	79.56521739
Median Absolute Deviation (MAD)	0
Skewness	-1.468036634
Sum	109800
Variance	1627.076962
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
100	1098	79.6%
0	282	20.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	282	20.4%
100	1098	79.6%

Value	Count	Frequency (%)
100	1098	79.6%
0	282	20.4%

gpu_temp
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	58.46956522

Minimum	29
Maximum	78
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	29
5-th percentile	29
Q1	62
median	64
Q3	66
95-th percentile	71
Maximum	78
Range	49
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	13.92650661
Coefficient of variation (CV)	0.2381838579
Kurtosis	0.1678195859
Mean	58.46956522
Median Absolute Deviation (MAD)	2
Skewness	-1.356504881
Sum	80688
Variance	193.9475865
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
64	245	17.8%
63	196	14.2%
65	159	11.5%
66	112	8.1%
29	108	7.8%
67	94	6.8%
68	60	4.3%
30	47	3.4%
69	40	2.9%
71	37	2.7%
Other values (40)	282	20.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
29	108	7.8%
30	47	3.4%
31	16	1.2%
32	35	2.5%
33	18	1.3%

Value	Count	Frequency (%)
78	1	0.1%
77	2	0.1%
76	1	0.1%
75	7	0.5%
74	10	0.7%

hashrate
Real number (ℝ_≥0)

Distinct	4
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2502415.456

Minimum	1111111.11
Maximum	4444444.44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	1111111.11
5-th percentile	1111111.11
Q1	2222222.22
median	2222222.22
Q3	3333333.33
95-th percentile	3333333.33
Maximum	4444444.44
Range	3333333.33
Interquartile range (IQR)	1111111.11

Descriptive statistics

Standard deviation	800766.1333
Coefficient of variation (CV)	0.3199972775
Kurtosis	-0.03710761797
Mean	2502415.456
Median Absolute Deviation (MAD)	0
Skewness	0.2794040705
Sum	3453333330
Variance	6.412264003 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=4)

Value	Count	Frequency (%)
2222222.22	756	54.8%
3333333.33	396	28.7%
1111111.11	168	12.2%
4444444.44	60	4.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1111111.11	168	12.2%
2222222.22	756	54.8%
3333333.33	396	28.7%
4444444.44	60	4.3%

Value	Count	Frequency (%)
4444444.44	60	4.3%
3333333.33	396	28.7%
2222222.22	756	54.8%
1111111.11	168	12.2%

unpaid
Real number (ℝ_≥0)

CONSTANT
REJECTED
ZEROS

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0

Minimum	0
Maximum	0
Zeros	1380
Zeros (%)	100.0%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	0
Range	0
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0
Coefficient of variation (CV)	nan
Kurtosis	0
Mean	0
Median Absolute Deviation (MAD)	0
Skewness	0
Sum	0
Variance	0
Monotonicity	Increasing

Histogram with fixed size bins (bins=1)

Value	Count	Frequency (%)
0	1380	100.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1380	100.0%

Value	Count	Frequency (%)
0	1380	100.0%

reported_hashrate
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2546086.957

Minimum	0
Maximum	3200000
Zeros	282
Zeros (%)	20.4%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3200000
median	3200000
Q3	3200000
95-th percentile	3200000
Maximum	3200000
Range	3200000
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1290785.346
Coefficient of variation (CV)	0.5069682881
Kurtosis	0.1553546084
Mean	2546086.957
Median Absolute Deviation (MAD)	0
Skewness	-1.468036634
Sum	3513600000
Variance	1.666126809 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=2)

Value	Count	Frequency (%)
3200000	1098	79.6%
0	282	20.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	282	20.4%
3200000	1098	79.6%

Value	Count	Frequency (%)
3200000	1098	79.6%
0	282	20.4%

relative_hour
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	1380
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.374058575

Minimum	0
Maximum	4.490555556
Zeros	1
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	10.9 KiB

Quantile statistics

Minimum	0
5-th percentile	0.1995833333
Q1	1.502083333
median	2.499305556
Q3	3.49625
95-th percentile	4.292361111
Maximum	4.490555556
Range	4.490555556
Interquartile range (IQR)	1.994166667

Descriptive statistics

Standard deviation	1.323159755
Coefficient of variation (CV)	0.557340821
Kurtosis	-1.137122061
Mean	2.374058575
Median Absolute Deviation (MAD)	0.9977777778
Skewness	-0.2315092025
Sum	3276.200833
Variance	1.750751738
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1	0.1%
3.1575	1	0.1%
3.180833333	1	0.1%
3.177777778	1	0.1%
3.175	1	0.1%
3.171944444	1	0.1%
3.169166667	1	0.1%
3.166111111	1	0.1%
3.163333333	1	0.1%
3.160555556	1	0.1%
Other values (1370)	1370	99.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	1	0.1%
0.003055555556	1	0.1%
0.005833333333	1	0.1%
0.008888888889	1	0.1%
0.01166666667	1	0.1%

Value	Count	Frequency (%)
4.490555556	1	0.1%
4.4875	1	0.1%
4.484722222	1	0.1%
4.481944444	1	0.1%
4.478888889	1	0.1%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows

	df_index	ts	cpu_load	cpu_freq	memory_usage	cpu_temp	gpu_memory_usage	gpu_temp	hashrate	relative_hour
0	0	2021-11-11 08:40:46-05:00	12.5	875.35	1361072128	28.0	9437184.0	33.0	2222222.22	0.000000
1	1	2021-11-11 08:40:57-05:00	0.2	1126.39	1362071552	27.0	9437184.0	33.0	2222222.22	0.003056
2	2	2021-11-11 08:41:07-05:00	0.2	813.76	1362223104	27.0	9437184.0	33.0	2222222.22	0.005833
3	3	2021-11-11 08:41:18-05:00	0.1	844.80	1362845696	28.0	9437184.0	33.0	2222222.22	0.008889
4	4	2021-11-11 08:41:28-05:00	0.2	892.35	1361985536	27.0	9437184.0	33.0	2222222.22	0.011667
5	5	2021-11-11 08:41:38-05:00	0.1	816.02	1361108992	28.0	9437184.0	32.0	2222222.22	0.014444
6	6	2021-11-11 08:41:49-05:00	0.3	996.34	1360977920	28.0	9437184.0	32.0	2222222.22	0.017500
7	7	2021-11-11 08:41:59-05:00	0.1	834.96	1360003072	28.0	9437184.0	32.0	2222222.22	0.020278
8	8	2021-11-11 08:42:10-05:00	0.2	3593.97	1360556032	27.0	9437184.0	32.0	2222222.22	0.023333
9	9	2021-11-11 08:42:20-05:00	0.1	849.03	1360936960	27.0	9437184.0	32.0	2222222.22	0.026111

Last rows

	df_index	ts	cpu_load	cpu_freq	memory_usage	cpu_temp	gpu_memory_usage	gpu_temp	hashrate	relative_hour
1370	1544	2021-11-11 13:08:39-05:00	0.1	820.21	1894973440	28.0	9437184.0	32.0	1111111.11	4.464722
1371	1545	2021-11-11 13:08:49-05:00	0.1	1045.11	1894100992	30.0	9437184.0	32.0	1111111.11	4.467500
1372	1546	2021-11-11 13:08:59-05:00	0.1	958.21	1893572608	29.0	9437184.0	32.0	1111111.11	4.470278
1373	1547	2021-11-11 13:09:10-05:00	0.2	835.80	1894072320	28.0	9437184.0	32.0	1111111.11	4.473333
1374	1548	2021-11-11 13:09:20-05:00	0.1	878.80	1894047744	29.0	9437184.0	32.0	1111111.11	4.476111
1375	1549	2021-11-11 13:09:30-05:00	0.1	1170.61	1894055936	28.0	9437184.0	32.0	1111111.11	4.478889
1376	1550	2021-11-11 13:09:41-05:00	0.1	874.17	1893789696	29.0	9437184.0	32.0	1111111.11	4.481944
1377	1551	2021-11-11 13:09:51-05:00	0.1	831.05	1894072320	29.0	9437184.0	32.0	1111111.11	4.484722
1378	1552	2021-11-11 13:10:01-05:00	0.1	885.64	1893789696	29.0	9437184.0	32.0	1111111.11	4.487500
1379	1553	2021-11-11 13:10:12-05:00	0.1	835.07	1894305792	29.0	9437184.0	32.0	1111111.11	4.490556

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows